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  • 2022
  • Working Paper

Communicating Corporate Culture in Labor Markets: Evidence from Job Postings

By: Joseph Pacelli, Tianshuo Shi and Yuan Zou
We examine how firms craft their job postings to convey information about their culture and whether doing so helps attract employees. We utilize state-of-the-art machine learning methods to develop a comprehensive dictionary of key corporate values across the near... View Details
Keywords: Corporate Culture Significance; Labor Markets; Disclosure; Organizational Culture; Recruitment; Talent and Talent Management
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  • 02 Oct 2018
  • First Look

New Research and Ideas, October 2, 2018

policies. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=55050 "Developing Theory Using Machine Learning Methods By: Choudhury, Prithwiraj, Ryan... View Details
Keywords: Dina Gerdeman
  • 16 May 2017
  • First Look

First Look at New Ideas and Research, May 16

workers and managers in what to expect, 4) set up a support system, 5) tailor methods for managing careers, 6) scale the program, 7) mainstream the program. The work for managers will be harder, but the... View Details
Keywords: Re: Multiple Faculty
  • 16 Oct 2018
  • First Look

New Research and Ideas, October 16, 2018

Methods By: Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres Abstract—We describe how to employ machine learning (ML) View Details
Keywords: Dina Gerdeman
  • 15 May 2018
  • First Look

New Research and Ideas, May 15, 2018

suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I employ? Machine learning, data science, big data, and predictive analytics all... View Details
Keywords: Dina Gerdeman
  • 05 Dec 2017
  • First Look

First Look at New Research and Ideas, December 5, 2017

methodologies such as machine learning. We highlight the importance of distinguishing between which customers are at risk and which should be targeted—as they are not necessarily the same customers. We... View Details
Keywords: Sean Silverthorne
  • 12 Jun 2018
  • First Look

New Research and Ideas, June 12, 2018

period. Stock indexes can transform longstanding behavior via nonpecuniary channels. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=53030 Machine Learning View Details
Keywords: Dina Gerdeman
  • 11 Dec 2007
  • First Look

First Look: December 11, 2007

wise or lucky. His blend of new statistical methods and old common-sense reasoning helped him profit as the forecasting industry first developed. Irving Fisher, Economic... View Details
Keywords: Martha Lagace
  • 22 Feb 2022
  • News

March 2022 Alumni and Faculty Books

self-refining algorithms (aka machine learning) and wearable sensors and computers, and offer a compass for making the right choice for CEOs... View Details
  • 26 Mar 2019
  • First Look

New Research and Ideas, March 26, 2019

challenging areas. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=55885 Learning or Playing? The Effect of Gamified Training on Performance By: Buell, Ryan W., Wei Cai, and Tatiana... View Details
Keywords: Dina Gerdeman
  • 21 Aug 2018
  • First Look

New Research and Ideas, August 21, 2018

We implement a variety of machine learning methods to forecast daily sales. We find that using social media information results in statistically... View Details
Keywords: Dina Gerdeman
  • 2023
  • Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details
Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms
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  • 19 Mar 2019
  • First Look

New Research and Ideas, March 19, 2019

Accounting Review Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance By: Rouen, Ethan Abstract—I develop measures of firm-level pay disparity and examine their relation to firm... View Details
Keywords: Dina Gerdeman
  • 28 Aug 2018
  • First Look

New Research and Ideas, August 28, 2018

technology firms such as IBM, Microsoft, Google, and HP, as well as by Japanese multinationals such as Sony, Canon, and Fujitsu. Chinese patenting in the U.S. is small but growing rapidly View Details
Keywords: Dina Gerdeman
  • 01 Jun 2022
  • News

June 2022 Alumni and Faculty Books

world. He overturns the common misconception that entrepreneurship is a hard-wired trait or the sole province of high-flying MBAs, and provides a proven method to identify consequential problems View Details
Keywords: Publishing Industries (except Internet); Information
  • 28 Mar 2023
  • Blog Post

Meet Professor Elisabeth Paulson: A Conversation on Life, Research, and Teaching

scary, but it was also incredibly fun—something that I attributed largely to the case method (and Section I!). It’s exciting to see where the class discussion will go, and witness section mates View Details
  • 01 Dec 2018
  • News

Alumni and Faculty Books for December 2018

step-by-step, room-by-room guidance on how to create a welcoming and functioning space that expresses your unique individuality. Breaking Through: Leadership Disciplines from Top Performing Staffing Firms by Mike Cleland View Details
  • 01 Jun 2016
  • News

Alumni and Faculty Books for June 2016

course in corporate finance and the tools to apply the field’s proven, time-tested principles in the context of the family’s financial situation, including the key principles of wealth creation and... View Details

    Elisabeth C. Paulson

    Elisabeth Paulson is an Assistant Professor of Business Administration in the Technology and Operations Management Unit at Harvard Business School. She teaches the first year course on Technology and Operations Management in the required curriculum.
    View Details
    Keywords: agriculture; federal government; state government; grocery; nonprofit industry
    • 08 Feb 2016
    • Research & Ideas

    The Civic Benefits of Google Street View and Yelp

    Naik’s images with household income levels for some 2,400 blocks, provided by the city online. “The incomes act as labels for the images, and then the machine learns the... View Details
    Keywords: by Michael Blanding; Consumer Products